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Guided waves based reference-free structural health monitoring using fiber Bragg grating sensors (REF-FREE)

2020/39/D/ST8/00188

Keywords:

reference-free structural health monitoring fiber optic sensors guided waves optimization

Descriptors:

  • ST8_008:
  • ST8_003:
  • ST8_007:

Panel:

ST8 - Production and processes engineering: modelling, product design, process design and control, construction methods and engineering, power units and systems

Host institution :

Instytut Maszyn Przepływowych im. Roberta Szewalskiego Polskiej Akademii Nauk

woj. pomorskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr Rohan Nandkishor Soman 

Number of co-investigators in the project: 3

Call: SONATA 16 - announced on 2020-09-15

Amount awarded: 1 195 980 PLN

Project start date (Y-m-d): 2021-10-25

Project end date (Y-m-d): 2025-06-24

Project duration:: 44 months (the same as in the proposal)

Project status: Project completed

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (6)
  • Articles in post-conference publications (5)
  1. Milling cutter fault diagnosis using unsupervised learning on small data: A robust and autonomous framework.
    Authors:
    Abhishek Patange, Rohan Soman, Sujit Pardeshi, Mustafa Kuntoglu, Wieslaw Ostachowicz
    Academic press:
    Maintenance & Reliability/Eksploatacja i Niezawodność 26 (1) (rok: 2024, tom: 26, strony: 178274), Wydawca: Polish Maintenance Society
    Status:
    Published
    DOI:
    10.17531/ein/178274 - link to the publication
  2. Sequential niching particle swarm optimization algorithm for localization of multiple damage locations using fiber bragg grating sensors
    Authors:
    Rohan Soman
    Academic press:
    NDT & E International (rok: 2024, tom: 143, strony: 103069), Wydawca: Elsevier
    Status:
    Published
    DOI:
    10.1016/j.ndteint.2024.103069 - link to the publication
  3. Developing self-calibrating system for fiber Bragg grating based guided wave sensing under changing temperature conditions
    Authors:
    R Soman, P Kudela
    Academic press:
    Smart Materials and Structures (rok: 2024, tom: 33, strony: 75027), Wydawca: IOP
    Status:
    Published
    DOI:
    10.1088/1361-665X/ad56e6 - link to the publication
  4. Development of Deep Belief Network for Tool Faults Recognition
    Authors:
    Archana P Kale, Revati M Wahul, Abhishek D Patange, Rohan Soman, Wieslaw Ostachowicz
    Academic press:
    Sensors (rok: 2023, tom: 23, strony: 1872), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s23041872 - link to the publication
  5. Notifying Type-2 Error and Segregating Undefined Conditions in Health Monitoring of Milling Cutter: A Statistical and Deep Learning Approach
    Authors:
    Aditya Sanju, Abhishek D Patange, Aditya M Rahalkar, Rohan Soman
    Academic press:
    Journal of Vibration Engineering & Technologies (rok: 2025, tom: 13, strony: 45675), Wydawca: Springer
    Status:
    Published
    DOI:
    10.1007/s42417-024-01706-4 - link to the publication
  6. Optimal Design of a Sensor Network for Guided Wave-Based Structural Health Monitoring Using Acoustically Coupled Optical Fibers
    Authors:
    R Soman, JM Kim, A Boyer, K Peters
    Academic press:
    Sensors (rok: 2024, tom: 24, strony: 6254), Wydawca: MDPI
    Status:
    Published
    DOI:
    10.3390/s24196354 - link to the publication
  1. Damage detection in structures using SH waves sensed with FBG sensors
    Authors:
    R Soman, FG Yuan, W Ostachowicz
    Conference:
    Health Monitoring of Structural and Biological Systems XVIII 12951 (rok: 2024, tom: SPIE SMART STRUCTURES + NONDESTRUCTIVE EVALUATION, strony: 8), Wydawca: SPIE
    Data:
    konferencja 25-29 March 2024
    Status:
    Published
    DOI:
    10.1117/12.3011183 - link to the publication
  2. Investigating the use of Polarization maintaining FBG sensors for GW based SHM
    Authors:
    Rohan Soman, Sara Sarbaz, Kaleeswaran Balasubramaniam, Ali Golestani, Michał Karpiński, Tomasz Wandowski, Paweł Malinowski, Wiesław Ostachowicz
    Conference:
    Health Monitoring of Structural and Biological Systems XVII (rok: 2023, tom: SPIE Smart Structures + Nondestructive Evaluation, 2023, strony: 124881U), Wydawca: SPIE
    Data:
    konferencja 12-17 March 2023
    Status:
    Published
    DOI:
    10.1117/12.2658465 - link to the publication
  3. Studying the elastic wave mode propagation in D-shaped optical fibers
    Authors:
    R Soman, C Marashi, A Filipkowski, R Buczynski, K Peters
    Conference:
    Health Monitoring of Structural and Biological Systems XVIII 12951 (rok: 2024, tom: SPIE SMART STRUCTURES + NONDESTRUCTIVE EVALUATION, strony: 7), Wydawca: SPIE
    Data:
    konferencja 25-29 March 2024
    Status:
    Published
    DOI:
    10.1117/12.3010425 - link to the publication
  4. Development of Numerical Model to Simulate PM-FBG Response to Propagating Guided waves
    Authors:
    Sara Sarbaz, Piotr Fiborek, Rohan Soman, Tomasz Wandowski, Pawel Kudela
    Conference:
    PCM—CMM2023: Theories, Models and Simulations of Complex Physical Systems (rok: 2025, tom: 25th International Conference on Computer Methods in Mechanics, strony: 8), Wydawca: Springer
    Data:
    konferencja 4-7 September 2023
    Status:
    Published
    DOI:
    10.1007/978-3-031-73161-7_15 - link to the publication
  5. Unsupervised learning approach for damage localization using Guided waves sensed with FBG sensors in self-referencing configuration
    Authors:
    Rohan Soman, Farzam Omidi Moaf
    Conference:
    Proceedings of the XIX Vibration Engineering & Technology of Machinery Conference VETOMAC 2024 (rok: 2024, tom: VETOMAC 2024, strony: 8), Wydawca: IMP PAN
    Data:
    konferencja 16-18/09/2024
    Status:
    Published

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